Real ChatGPT answer · index seeddW8tExbke6QcompleteTelecom and utilities · energy efficiencycommercial
Do dimmer switches really extend the life of incandescent and LED bulbs while saving electricity
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do dimmer switches really extend the life of incandescent and LED bulbs while saving electricity
1 real search · 1 real-search pass
incandescent lamp dimming energy consumption lifetime relationship LED dimmer compatibility lifespan DOE Energy StarGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
incandescent lamp dimming energy consumption lifetime relationship LED dimmer compatibility lifespan DOE Energy Star Google ↗
- Will I Save Energy if I Dim LED and CFL bulbs? · leviton.com
- California Energy Commission · efiling.energy.ca.gov
- Learn About LED Lighting · energystar.gov
- Purchasing Energy-Efficient Light Bulbs · energy.gov
- Selecting Lighting Dimmers for Your Home · extension.okstate.edu
- Consumer Guide to Energy-Efficient Lighting · energy.gov